{"id":"W4361768408","doi":"10.7202/1097750ar","title":"BERT, GPT-3, Timnit Gebru et nous","year":2023,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002363034,0.001850885,0.0009912971,0.002242874,0.001771179,0.006201871,0.002220127,0.003911175,0.02046114],"category_scores_gemma":[0.01311199,0.001301594,0.001785436,0.001961184,0.002443873,0.01107589,0.003327401,0.004481895,0.01408675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003351033,"about_ca_system_score_gemma":0.003443753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04658471,"about_ca_topic_score_gemma":0.04743125,"domain_scores_codex":[0.997505,0.0005498466,0.0001258749,0.0005310526,0.001087194,0.0002010013],"domain_scores_gemma":[0.9963729,0.001660787,0.0001628559,0.0007081763,0.0008596215,0.0002357266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009993141,0.0001497606,0.0057698,0.001761706,0.000192487,0.001109584,0.005877775,0.02500941,0.01796071,0.4244905,0.2086657,0.3080132],"study_design_scores_gemma":[0.00005822195,0.0001424961,0.002297919,0.0003583917,0.0000956106,0.0007267115,0.0009400262,0.06780504,0.01343935,0.08737691,0.8264993,0.0002599952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.0460149,0.01026703,0.676628,0.034789,0.003801254,0.0005913902,0.008892562,0.05282258,0.1661933],"genre_scores_gemma":[0.2839794,0.008592675,0.4023383,0.006017869,0.0009694016,0.0007779287,0.01583537,0.02186258,0.2596265],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04658471,"threshold_uncertainty_score":0.09262717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5725789724907827,"score_gpt":0.5342138553928406,"score_spread":0.0383651170979421,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}